"This book integrates data management in databases with intelligent data processing and analysis in artificial intelligence. It challenges today's database technology and promotes its evolution" - Provided by publisher.
Author(s): Zongmin Ma
Publisher: Idea Group Publishing
Year: 2006
Language: English
Pages: 335
Tags: Информатика и вычислительная техника;Искусственный интеллект;Базы знаний и экспертные системы;
Front Page......Page 2
Copyright Page......Page 3
Table of Contents......Page 4
Preface......Page 7
Acknowledgments......Page 12
Section I: Intelligent Information Processing in Databases......Page 13
Ch I: Uncovering Hidden Associations Through Negative Itemsets Correlations......Page 14
Ch II: A Disk-Based Algorithm for Fast Outlier Detection in Large Datasets......Page 42
Ch III: Maintenance of Association Rules Using Pre-Large Itemsets......Page 57
Ch IV: An XML-Based Database for Knowledge Discovery: Definition and Implementation......Page 74
Ch V: Enhancing Decision Support Systems with Spatial Capabilities......Page 107
Ch VI: Application of Decision Tree as a Data Mining Tool in a Manufacturing System......Page 130
Ch VII: An Implemented Representation and Reasoning System for Creating and Exploiting Large Knowledge Bases of "Narrative" Information......Page 150
Ch VIII: A Literature Overview of Fuzzy Database Modeling......Page 180
Section II: Intelligent Aspects of Database Systems......Page 209
Ch IX: Aspects of Intelligence in an "SP" Database System......Page 210
Ch X: Integrity Checking and Maintenance in Relational and Deductive Databases and Beyond......Page 251
Ch XI: Predictive Approach for Database Schema Evolution......Page 299
About the Authors......Page 323
Index......Page 330
